Independent Observability Architect

Observability isn't tax. It's leverage. When it's designed right. Stop paying too much for noise, alert fatigue, and dashboards nobody trusts. I help you cut costs up to 10x, reduce MTTR, and enable data driven decisions. Vendor neutral.

$2.5M saved 25 years experience Fortune 500 150TiB logs/day 8M+ samples/sec at scale
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Free consultation to 10x your Observability

Calculate Your Potential ROI versus SRE Hire

See how much you could save with an Independent Observability Architect compared to finding and hiring a Senior Observability Engineer or SRE.

Audit Your Observability Costs and Architecture

I audit your observability architecture to find where costs are exploding and reliability is suffering. Get a concrete roadmap with high-leverage optimization opportunities for Datadog, Splunk, Prometheus, Grafana, ClickHouse, OpenTelemetry, and OpenSearch stacks - including migration strategies to reduce costs. You keep the roadmap whether we continue working together or not. Start with a free consultation.

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Observability Cardinality Audit

Get an Observability Roadmap that gives you confidence to make decisions

Your roadmap includes:

  • Current state mapping: where your money goes
  • Signal and alert gaps you're missing
  • Cost-to-insight misalignment
  • High-leverage optimization options (3-5 specific opportunities)
  • Clear decision thresholds and tradeoffs

Start with a free discovery call. No pitch, no pressure.

You keep this roadmap whether or not we continue working together.

Independent Observability Architect

Prometheus, Grafana, ClickHouse, OpenTelemetry, OpenSearch, Datadog & Splunk Consulting

25 years building observability systems that don't break - and don't break the bank. Battle-tested at Fortune 500 scale.

Led Observability at Fortune 500 Companies:

  • Successfully migrated away from Splunk, saving $2.5 million annually
  • Supported 300+ engineers
  • 1 Billion+ active time series in Prometheus
  • 8M+ samples/second, 150TiB logs/day at scale
  • Implemented Thanos and Mimir for Prometheus clustering

Built systems that actually work:

  • HIPAA, GDPR, FedRAMP compliant Observability Platforms
  • Architected Thanos/Grafana cluster: 1B+ unique time series
  • Open source contributor: Graphite, Prometheus, Thanos
  • Built StatsRelay (multi-million UDP packets/second capacity for StatsD)

Recognition:

Technology-agnostic expertise:

Prometheus • Grafana • Thanos • Mimir • Loki • Tempo • Datadog • ClickHouse • OpenSearch • Splunk • OpenTelemetry • Graphite • StatsD • InfluxDB • Honeycomb • Coralogix

Ready to See Where Your Observability Budget Is Going?

Start with a free discovery call to discuss your observability challenges.
No pitch, no pressure. Just a conversation to see if an audit makes sense for you.

Book Free Discovery Call

Prefer a different way to connect?

Email: jjneely@cardinality.cloud

Connect on LinkedIn

YouTube: @cardinalitycloud

Podcast: operations.fm